DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback

DB Kurka, D Gündüz - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
… Olshausen, “Joint source-channel coding with neural networks for analog data compression
and storage,” in 2018 Data Compression Conference, March 2018, pp. 147–156. [41] E. …

OFDM-guided deep joint source channel coding for wireless multipath fading channels

M Yang, C Bian, HS Kim - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
… investigate joint source channel coding (JSCC) for wireless image transmission over multipath
fading channels… Yu, “Infomax neural joint source-channel coding via adversarial bit flip,” in …

Deep joint source-channel coding for wireless image transmission with adaptive rate control

M Yang, HS Kim - … 2022-2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
… We present a novel adaptive deep joint source-channel coding (JSCC) scheme for wireless
image transmission. The proposed scheme supports multiple rates using a single deep neu…

Swinjscc: Taming swin transformer for deep joint source-channel coding

K Yang, S Wang, J Dai, X Qin, K Niu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… -to-end optimized neural joint sourcechannel coding (JSCC) has … of neural JSCC is based
on the convolutional neural network (… leading to inferior system coding gain against traditional …

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
… • NECST (Ideal): We consider the neural joint sourcechannel coding (NECST) approach
in [33], which assumes the BSCs with the homogeneous bit-flip probabilities, with an ideal …

SNR-adaptive deep joint source-channel coding for wireless image transmission

M Ding, J Li, M Ma, X Fan - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
… over noisy channels, an autoencoder-based novel deep joint sourcechannel coding scheme
… simple neural network architectures were used as encoder and decoder for Gauss-Markov …

Nonlinear transform source-channel coding for semantic communications

J Dai, S Wang, K Tan, Z Si, X Qin… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
… efficiency deep joint source-channel coding methods that can closely adapt to the source
distribution … Therefore, in this paper, we introduce the dynamic neural network structure [36] into …

Bandwidth-agile image transmission with deep joint source-channel coding

DB Kurka, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… All neural network components are trained jointly and the performance is optimized on …
Merhav, “On hierarchical joint sourcechannel coding with degraded side information,” IEEE …

Wireless image transmission using deep source channel coding with attention modules

J Xu, B Ai, W Chen, A Yang, P Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… or JPEG2000 with capacityachieving channel codes. [30] … the joint source channel encoder
and joint source channel decoder … of the neural encoder in our proposed method are source

Deep source-channel coding for sentence semantic transmission with HARQ

P Jiang, CK Wen, S Jin, GY Li - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Joint source and channel coding has been demonstrated as an … At the outset, fully connected
and convolutional neural … DL-based joint source and channel coding improves the peak …